Keras' 'normal' LSTM uses the GPU?
$begingroup$
I'm running Keras' LSTM (not CuDNNLSTM) but I notice my GPU is under load. I need recurrent dropout, so I can only stick with LSTM. Is the 'normal' LSTM assisted by GPU? If so, how are LSTM and CuDNNLSTM different? I presume CuDNNLSTM uses the CUDNN API (and LSTM doesn't?
Similarly, is the normal LSTM supposed to be faster running on GPU or CPU?
keras tensorflow lstm
asked 13 mins ago
John M.John M.
1283
$endgroup$
add a comment |
$begingroup$
I'm running Keras' LSTM (not CuDNNLSTM) but I notice my GPU is under load. I need recurrent dropout, so I can only stick with LSTM. Is the 'normal' LSTM assisted by GPU? If so, how are LSTM and CuDNNLSTM different? I presume CuDNNLSTM uses the CUDNN API (and LSTM doesn't?
Similarly, is the normal LSTM supposed to be faster running on GPU or CPU?
keras tensorflow lstm
asked 13 mins ago
John M.John M.
1283
$endgroup$
add a comment |
$begingroup$
I'm running Keras' LSTM (not CuDNNLSTM) but I notice my GPU is under load. I need recurrent dropout, so I can only stick with LSTM. Is the 'normal' LSTM assisted by GPU? If so, how are LSTM and CuDNNLSTM different? I presume CuDNNLSTM uses the CUDNN API (and LSTM doesn't?
Similarly, is the normal LSTM supposed to be faster running on GPU or CPU?
keras tensorflow lstm
asked 13 mins ago
John M.John M.
1283
$endgroup$
I'm running Keras' LSTM (not CuDNNLSTM) but I notice my GPU is under load. I need recurrent dropout, so I can only stick with LSTM. Is the 'normal' LSTM assisted by GPU? If so, how are LSTM and CuDNNLSTM different? I presume CuDNNLSTM uses the CUDNN API (and LSTM doesn't?
Similarly, is the normal LSTM supposed to be faster running on GPU or CPU?
keras tensorflow lstm
keras tensorflow lstm
asked 13 mins ago
John M.John M.
1283
asked 13 mins ago
John M.John M.
1283
asked 13 mins ago
John M.John M.
1283
asked 13 mins ago
John M.John M.
1283
asked 13 mins ago
John M.John M.
1283
1283
add a comment |
add a comment |
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